run-llama / llama_index

LlamaIndex is a data framework for your LLM applications
https://docs.llamaindex.ai
MIT License
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[Question]: Alternative Methods for Report Generation Using LLMs Without LlamaParse or LlamaCloud? #16922

Closed LikhithRishi closed 3 days ago

LikhithRishi commented 3 days ago

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Question

I’m currently working on generating reports using large language models (LLMs) and would like to explore alternatives that don’t rely on LlamaParse or LlamaCloud. Are there any other recommended libraries, tools, or techniques that are open-source or free to use for effective report generation using LLMs?

logan-markewich commented 3 days ago

@LikhithRishi You can replace the components in any report-gen tutorial with local equivalents (unstructured, docling, or marker for parsing, literally any vector db for retrieval). It will probably work a little less better though, since llama-cloud/llama-parse are heavily optimized for their specific use cases